Method, computer readable medium and household appliance for performing limescale deposition detection by thermal pulse technology

ABSTRACT

A method controls a household appliance being or containing a water heater with regard to limescale deposition. The method includes generating at least one thermal pulse by operation of an electrical heating element of the water heater, and measuring a plurality of successive temperature values. The method further includes determining one or more parameter values of a measurement pattern arising from the plurality of successive temperature values and their respective time of measurement, and ascertaining a limescale deposition state of the water heater based on the determined parameter value. A household appliance contains a computer readable medium having stored thereon instructions configured to trigger, when executed, the household appliance to perform such a method.

CROSS-REFERENCE TO RELATED APPLICATION

This application claims the priority, under 35 U.S.C. § 119, of European Patent Application EP 21152659.5, filed Jan. 21, 2021; the prior application is herewith incorporated by reference in its entirety.

FIELD AND BACKGROUND OF THE INVENTION

The present invention concerns a method of controlling a household appliance (being or containing a water heater) with regard to limescale deposition. The invention further concerns a computer readable medium having instructions configured to trigger, when executed by a computer unit, a household appliance to perform such method. Moreover, the invention concerns a household appliance being or containing a water heater, wherein the household appliance contains an electrical heating element and a computer unit and is configured to perform the method.

Accumulation of limescale on surfaces of water heater devices is a well-known phenomenon caused by a respective chemical composition of the tap water used, in particular by a total level of solids dissolved in the water, such as that expressed as a water hardness. The respective degree of calcification depends on a temperature gradient pattern on a water heater surface, and on an overall topology and work mode of the respective heating system.

The respective limescale accumulation layer typically blocks a heat transfer between an electrical heating element of the water heater and water to be heated. As a consequence, efficiency of the heater may diminish, and the heating element may burn out.

To avoid such disadvantages, home appliances are known which may feature a limescale warning or prevention system. These systems are usually based on local water hardness (which may be pre-set by a user of the respective appliance), or on a counting of appliance work/time cycles, for example. Such systems may be configured to detect a respective limescale layer, e.g., by means of a respective optical instrument. Moreover, limescale fouling may be ascertained by way of observing long term degradation of the heat transfer between the water heater and water included therein.

However, such approaches are often not reliable enough, or even not suitable due to many parameters involved, such as total appliance water amount and/or total appliance working space heat capacity.

SUMMARY OF THE INVENTION

It is an object of the present invention to provide an alternative, improved technique facilitating a protection against the drawbacks of a limescale accumulation in a water heater.

The object is achieved by a method according to the independent method claim, by a computer-readable medium according to the independent computer-readable medium claim and by a household appliance according to the independent household appliance claim. Advantageous embodiments are disclosed in the dependent claims, the description and the figures.

A method according to the present invention serves for controlling a household appliance, which is or which contains a water heater, with regard to limescale deposition. According to the method, an electrical heating element of the water heater is operated so as to generate at least one thermal pulse during (and preferably lasting) a pulse time interval. Advantageously, the thermal pulse may have a duration of at most 5 seconds, at most 4 seconds or at most 3 seconds, and/or of at least 0.5 second, at least 1 second, at least 2 seconds or at least 3 seconds, for instance.

Further pursuant to the method according to the present invention, one or more temperature sensor(s) measure/s, during a measurement time interval containing the pulse time interval, a plurality of successive temperature values. Therein, the at least one of the temperature sensor(s) is preferably connected to the electrical heating element and/or to a body structure of the water heater. The plurality of successive temperature values may preferably be regular, i.e., measured at equidistant points of time. According to advantageous embodiments, at least 10 and/or at most 100 of the successive temperature values are measured per second. The measurement time interval may preferably exceed an end of the thermal pulse by at least a/the duration of the thermal pulse.

One or more parameter value(s) of a measurement pattern are determined, the measurement pattern arising from (in particular being formed of) the plurality of measured temperature values and their respective time at which they are measured.

Based on the determined parameter value(s), a (current) limescale deposition state of the water heater is ascertained.

A computer readable medium according to the present invention has stored thereon instructions which are configured to trigger a household appliance being or containing a water heater with an electrical heating element and a computer unit and executing the instructions, to perform a method according to an embodiment of the present invention.

The computer readable medium thus provides the method according to the present invention as a software add-on technique, which preferably may be implemented without requiring (significant) modification, preferably in particular without a hardware alteration, of an existing household appliance.

A household appliance according to the present invention is or at least contains a water heater. The household appliance includes an electrical heating element, one or more temperature sensor(s) and a computer unit, and it is configured to perform a method according to an embodiment of the present invention (by respectively running the electrical heating element, the one or more temperature sensor(s) and the computer unit). The computer unit may in particular be or form part of an appliance information system and/or an appliance predictive maintenance system of the household appliance.

The structure of the water heater together with its heat transient characteristics between the heater body and the water represents a non-homogenous thermal environment, where the heat transfer Fourier equation may have a very complex form especially in non-equilibrium state, generated by an introduced short thermal pulse.

By means of the ascertaining the water heater's limescale deposition state, the present invention provides for an instant detection of a limescale condition of the water heater, which may take just a few seconds (e.g., at most 15 seconds, at most 12 seconds or at most 10 seconds). As compared to a standard water heating time of the home appliance, the generated thermal pulse is very short. It thus generates just a small amount of the heat energy and produces almost zero water temperature change. By means of the present invention, in particular, a thermal flow between the water heater and the respective water to be heated may be instantly determined.

As a consequence, the technique provided by the present invention does not depend on a respective total amount of water respectively contained in the home appliance, and it is further independent of a total appliance content heat capacity under normal working condition. Moreover, the invention provides good reliability, which in particular eliminates redundancy of appliance descaling induced by other, less reliable limescale fouling detection methods.

According to particular examples of the present invention, the household appliance is a portable appliance (e.g., an electric steam iron or a kitchen appliance such as an electric kettle or a coffee machine), a major appliance (such as a washing machine or a dishwasher) or a domestic water heating appliance (such as a storage water heater or a tankless water heating). According to particular embodiments, the household appliance may be configured to hold flowing water, such as within a water guidance system (which may comprise one or more pipes) which may form part of the household appliance. In particular, the household appliance might comprise a water pump, especially a water circulation pump.

The one or more parameter value/s determined according to the present invention may comprise a maximum temperature occurring in the measurement pattern, a maximum temperature difference occurring, in the measurement pattern, between a measured temperature value and its antecedent measured temperature value and/or a minimum temperature difference occurring, in the measurement pattern, between a measured temperature value and its antecedent measure temperature value. Additionally or alternatively, the one or more parameter value/s may comprise a maximum value of a derivative of a function interpolating the measurement pattern, a minimum value of the derivative of the function interpolating the measurement pattern and/or a value of a mathematical function applied to one, two or more of the maximum temperature, the maximum temperature difference, the minimum temperature difference, the maximum value of the derivative and/or the minimum value of the derivative. In particular, the mathematical function may be a mathematical operator.

According to advantageous embodiments of the present invention, the one or more parameter value/s comprise a moving average (in particular, a rolling median) of the plurality of successive temperature values over time, and/or a moving average (in particular, a rolling median) of differences of successive temperature values over time. In such cases, the method may preferably comprise computing the respective moving average(s).

The method according to the present invention may advantageously comprise saving the measured plurality of successive temperature values, the determined one or more parameter value/s of the measurement pattern and/or the ascertained limescale deposition state in a data memory. Thereby, the respective values are made available for later use, e.g., to serve as a basis for a further (and possibly improved) ascertaining of a future limescale deposition state.

Analogously, the ascertaining of the limescale deposition state may be further based on one or more former parameter value/s determined with regard to at least one former thermal pulse previously generated (i.e., generated prior to the above-mentioned thermal pulse) by means of the electrical heating element, and/or at least one former limescale deposition state. The method may contains generating such former thermal pulse, measuring a corresponding former plurality of successive temperature values, determining the one or more former parameter value/s and/or ascertaining the former limescale deposition state based on the former parameter values. The method may contains saving one or more of the former plurality of successive temperature values, the former parameter value/s and/or the former limescale deposition state in the/a data memory. In particular, a limescale deposition history of the water heater can be taken into account when the (current) limescale deposition state of the water heater is ascertained.

The limescale deposition state ascertained according to the present invention may contain one or more indicators; in particular, the state may be established as a vector containing one, two or more entries of such indicators. At least one of such indicators may reflect a current value of a limescale accumulation percentage of the water heater with respect to a predefined maximum accumulation (i.e., a pre-set boundary for the limescale accumulation); in the following, such indicator is called a limescale accumulation percentage indicator.

Additionally or alternatively, at least one of such indicators possibly comprised by the limescale deposition state may reflect a stage contained in a predetermined graduation scaling two or more degrees of necessity for decalcification of the water heater. In the following, such indicator is referred to as a decalcifying need indicator.

According to advantageous embodiments of the present invention, based on the ascertained limescale deposition state, a signal is provided to a user. In particular, the signal may indicate a respective degree of a decalcifying need. For instance, if the ascertained limescale deposition state includes a decalcifying need indicator, such indicator may be signalled. Thereby, the user can perceive a respective current stage (reflected by the indicator) in a graduation of needs for decalcifying and, thereby, recognise whether and/or when he should decalcify the water heater.

The provided signal may comprise at least one acoustic signalling (which may be provided by means of a beeper the household appliance may comprise) and/one or visual signalling (which may be provided by means of an analogue gauge and/or digital gauge and/or a by means of at least one indicator lamp the household appliance may comprise).

The household appliance according to the present invention may be configured to perform the method responsive to a respective user input and/or at least partially automatically, such as responsive to a beginning of a household appliance operating cycle and/or even several times during the appliance working cycle.

Additionally or alternatively, the household appliance may be configured to perform the method according to a predefined control frequency which may depend on a frequency and/or intensity of utilisation of the household appliance. For instance, based on such predefined control frequency, the computer unit may be configured to trigger operation of the electrical heating element, so as to generate at least one thermal pulse during a pulse time interval, and/or to trigger the temperature sensor to measure plurality of successive temperature values during a measurement time interval containing the pulse time interval.

Analogously, according to advantageous embodiments of a method according to the present invention, at least the step of generating the at least one thermal pulse may be performed responsive to a user input initiating an operation cycle of the water heater. Additionally or alternatively, the method may comprise evaluating a history of utilization of the water heater (such as with respect to frequency and/or intensity of its utilisation), and concluding based on the evaluation that the at least one thermal pulse is to be generated (so as to monitor the household appliance).

Other features which are considered as characteristic for the invention are set forth in the appended claims.

Although the invention is illustrated and described herein as embodied in a limescale deposition detection by thermal pulse technology, it is nevertheless not intended to be limited to the details shown, since various modifications and structural changes may be made therein without departing from the spirit of the invention and within the scope and range of equivalents of the claims.

The construction and method of operation of the invention, however, together with additional objects and advantages thereof will be best understood from the following description of specific embodiments when read in connection with the accompanying drawings.

BRIEF DESCRIPTION OF THE FIGURES

FIG. 1 is a diagrammatic, perspective view of a configuration of a household appliance according to an exemplary embodiment of the present invention;

FIG. 2 is graph showing a correlation of parameter values of a measurement pattern and respective underlying limescale accumulation percentages, along with a graduation of corresponding needs for decalcifying the water heater;

FIG. 3A is a graph of a function interpolating correlations of time values to respectively measured successive temperature values, and an underlying heat pulse entailing the temperature values;

FIG. 3B is a graph showing a derivative of the function of FIG. 3A, along with the underlying heat pulse; and

FIG. 4 is a flow chart showing steps of a method according to an exemplary embodiment of the present invention.

DETAILED DESCRIPTION OF THE INVENTION

Referring now to the figures of the drawings in detail and first, particularly to FIG. 1 thereof, there is shown an exemplary household appliance 1 according to an embodiment of the present invention is schematically depicted. The household appliance 1 is a water heater, which is depicted as filled with water W. For illustration, the various layers of the water heater as well as a currently present limescale accumulation layer L are shown incomplete, such that an insight in the structure is provided.

In the example depicted, the household appliance 1 is embodied as a receptacle such as an electric kettle. It contains a body structure 11, an electrical insulation layer 12 and an electrical heating element 13 which in the present case is formed as a laminar layer of the water heater, in particular of its wall. As is to be understood, additionally or alternatively, a bottom area of the water heater may contain at least a part of the/an electrical heating element. housing layer preferably further comprised by the household appliance 1, covering the electrical heating element 13 and insulating it outwardly, is omitted in FIG. 1.

The household appliance 1 is configured to perform a method according to an embodiment of the present invention. To this end, the household appliance contains a temperature sensor 14 connected to the electrical heating element 13 and to the body structure 11, and a computer unit 15 configured to receive a plurality of temperature values measured by the temperature sensor 14, to determine one or more parameter value/s of a measurement pattern arising from the plurality of successive temperature values and their respective time of measurement, to ascertain a (current) limescale deposition state of the water heater based on the determined parameter value/s, and to cause a gauge 16 further comprised by the household appliance 1 to provide a signal based on the ascertained limescale deposition state. Additionally or alternatively to the analogue gauge 16 shown in FIG. 1, for providing such signal, the household appliance might comprise a digital display, at least one indicator lamp and/or an acoustic signalling means such as a beeper (not shown in FIG. 1).

In FIG. 2, a correlation of parameter values v of a measurement pattern and respective underlying limescale accumulation percentages is depicted along with a graduation G of corresponding needs for decalcifying the water heater. In the exemplary case depicted, the graduation contains three stages g₁, g₂, g₃: If a limescale accumulation percentage is between 0% and 20%, which in the exemplary diagram of FIG. 2 is derived from parameter values v being in the range from about 3.2 to 4, the stage g₁ indicates a low need for decalcifying the water heater. By contrast, if the parameter values v are in the range from about 1.95 to about 3.2, they indicate a limescale accumulation percentage from 20% to 50%, which means a medium need for decalcification of the water heater, as indicated by the stage g₂. A limescale accumulation percentage higher than 50% can be concluded from parameter values smaller than about 1.95 and requires decalcifying the water heater for maintaining its safe operability, which is reflected by a stage g₃.

FIG. 3A exemplifies steps carried out according to a method subject to the present invention: Therein, an interrelation between a generated thermal pulse P and a measurement pattern Q arising from successively measured temperature values is illustrated by graphs showing the respective progressions during a measurement time interval I.

Indeed, the lower graph in FIG. 3A indicates a thermal pulse generated during a pulse time interval D contained by the measurement time interval I. Therein, the ordinate specifies a voltage ratio for the electrical heater element as compared to a standard operating voltage thereof, and the abscissa specifies the progress in time.

The upper graph in FIG. 3A illustrates a plurality of temperature values measured during the measurement time interval I. In the figure, to improve clearness of the picture, only temperature values T_(n−1), T_(n) and T_(k) are referenced.

To visualise the correlation of the thermal pulse P and the measurement pattern Q, the abscissa of this graph coincides with that of the lower graph, whereas the ordinate specifies the respective temperature T.

The respective limescale accumulation on a surface of the water heater may significantly change the thermal transient condition on the heater surface. This may have considerable influence on the measurement pattern Q under non-equilibrium thermal state, generated by the (short) thermal pulse. However, the measurement pattern Q may typically depend on heat propagation through the structure of the water heater, on heater-water transient parameters and/or on heat convection around heater structure caused by flowing (surrounding) water. Therefore, any change in those parameters may have its mirroring response in the measurement pattern Q.

As can be seen in FIG. 3A, during a pre-monitoring time interval temperature values are measured before the thermal pulse P is generated. In the present exemplary case, a temperature tightly above 0° C. is measured. The thermal pulse P is then generated during the pulse time interval D (and lasting this interval D), which in the present case has a duration of about 3 seconds. During the pulse time interval D, the respectively measured temperature values increase. At an end of the thermal pulse, a maximum temperature M_(t) is measured. Thereafter, in a subsequent time interval i₂, the measured temperature values decrease over time.

The maximum temperature M_(t) may be determined as a parameter value of the measurement pattern Q, based on which a (current) limescale deposition state of the water heater may be ascertained.

Additionally or alternatively, further characteristics of the measurement pattern may be considered to ascertain the limescale deposition state. For instance, a plurality of temperature differences between subsequent (neighboured) measured temperature values may be calculated, such as the difference Δ_(n)=T_(n)−T_(n−1). These differences may be compared with each other. For instance, a maximum and/or a minimum temperature difference occurring, in the measurement pattern Q, between a measured temperature value and its antecedent measured temperature value may respectively be determined as a parameter value, based on which a current limescale deposition state of the water heater may be ascertained.

Similarly, a derivative of a function interpolating the measurement pattern Q may (additionally or alternatively) be considered, as illustrated in the upper graph shown in FIG. 3B. Therein, the above-described graph representing the thermal pulse P is again reproduced, as a lower graph, so as to visualise the correlation of the derivative and the thermal pulse P.

A maximum value M_(d) and/or a minimum value m_(d) of the derivative may respectively be determined as a parameter value, based on which a current limescale deposition state of the water heater may be ascertained.

FIG. 4 depicts various steps of a method M according to a possible embodiment of the present invention. To increase intelligibility, in the following the steps are described with further reference to FIG. 3A.

In a step S₁, a water heater of a household appliance is filled with water (e.g., with tap water), preferably up to a predefined operating level of the water heater.

Thereafter, in a step S₂, a water temperature is pre-monitored during a pre-monitoring time interval i₁ as indicated in FIG. 3A; if included in the household appliance, a circulation pump of the household appliance may further be run.

A step S₃ then comprises generating a thermal pulse P by operating an electrical heating element of the water heater. The operating the electrical heating element may be performed with a standard operating voltage of the electrical heating element or with a voltage which is reduced in comparison with the standard operating voltage; the latter reduced voltage may be protective and thus advantageous in particular in case of a possible heavy limescale accumulation.

In a step S₄, successive temperature values T_(n−1), T_(n), T_(k) resulting from the thermal pulse are measured during the duration thereof.

In a step S₅, further successive temperature values resulting from the thermal pulse are measured in a subsequent time interval i₂ following an end of the thermal pulse P. The time interval I during which the plurality of successive temperature values are measured in accumulated steps S₂, S₄ and S₅, thus exceeds an end of the thermal pulse P by the subsequent time interval i₂. During the time interval i₂, the temperature values preferably reduce to at most a half or a third of the maximum temperature M_(t) (being a peak value of the measured temperature values). Preferably, the length of the subsequent time interval i₂ is at least as long as the duration of the thermal pulse, as indicated in FIG. 3A.

In a step S₆, one or more parameter value/s of a measurement pattern Q containing the plurality of successive temperature values are determined. The parameter value/s may further be stored in a data memory. It/they may comprise a maximum temperature M_(t) occurring in the measurement pattern, a maximum and/or a minimum temperature difference respectively occurring, in the measurement pattern Q, between a measured temperature value and its antecedent measured temperature value, and/or a value of a mathematical function applied to one or more of the values. In particular, the one or more parameter value/s may comprise a moving average of the plurality of measured successive temperature values T_(n−1), T_(n), T_(k) over time, and/or a moving average of differences of measured successive temperature values over time.

A step S₇ then includes ascertaining a (current) limescale deposition state of the water heater based on the determined parameter value/s. The such ascertained limescale deposition state may comprise one or more indicators, such as a limescale accumulation percentage indicator reflecting a current value of a limescale accumulation percentage of the water heater with respect to a predefined maximum accumulation. Additionally or alternatively, the ascertained limescale deposition state may comprise a decalcifying need indicator reflecting a respective current degree of need for decalcifying the water heater, as contained in a predetermined graduation (see FIG. 2).

The ascertaining may be further based on one or more previous parameter value/s determined (and stored) with regard to at least one former thermal pulse previously generated by means of the electrical heating element, based on a frequency of utilization of the water heater and/or based on a duration a last decalcification of the water heater dates back.

In step S₈, based on the ascertained limescale deposition state, a signal is provided to a user, such as by means of an analogue and/or digital gauge (which may, for instance, indicate a respective (current) limescale accumulation percentage) and/or by a graded indication of a degree of need for decalcifying the water heater (such as by means of at least one indicator lamp and/or an acoustic identification).

Disclosed is a method M of controlling a household appliance 1 being or containing a water heater with regard to limescale deposition. The method includes generating at least one thermal pulse P by operation of an electrical heating element 13 of the water heater, and measuring a plurality of successive temperature values T_(n−1), T_(n), T_(k). The method further contains determining one or more parameter value/s p of a measurement pattern Q arising from the plurality of successive temperature values T_(n−1), T_(n), T_(k) and their respective time of measurement, and ascertaining a limescale deposition state of the water heater based on the determined parameter value/s p.

Further disclosed are a household appliance 1 configured to perform such a method M, and a computer readable medium having stored thereon instructions configured to trigger, when executed, a household appliance to perform such a method M.

The following is a summary list of reference numerals and the corresponding structure used in the above description of the invention:

-   1 household appliance -   11 body structure -   12 electrical insulation layer -   13 electrical heating element -   14 temperature sensor -   15 computer unit -   16 gauge -   D pulse time interval -   Δ_(n) difference between subsequent measured temperatures -   g₁, g₂, g₃ stage -   G predetermined graduation -   i₁ pre-monitoring interval -   i₂ subsequent time interval -   I measurement time interval -   L limescale accumulation layer -   M method -   m_(d) minimum value of the derivative of a function interpolating     the measurement pattern Q -   M_(d) maximum value of the derivative of a function interpolating     the measurement pattern Q -   M_(t) maximum temperature -   p parameter value -   P thermal pulse -   Q measurement pattern -   S₁-S₈ method steps -   T temperature -   T_(k), T_(n−1), T_(n) measured temperature value -   W water 

1. A method of controlling a household appliance being or containing a water heater with regard to limescale deposition, the method comprises the steps of: generating at least one thermal pulse by operation of an electrical heating element of the water heater during a pulse time interval; measuring, during a measurement time interval containing the pulse time interval and by at least one temperature sensor, a plurality of successive temperature values; determining at least one parameter value of a measurement pattern arising from the plurality of successive temperature values and their respective time of measurement; and ascertaining a limescale deposition state of the water heater based on the at least one parameter value.
 2. The method according to claim 1, wherein the limescale deposition state includes: a limescale accumulation percentage indicator reflecting a current value of a limescale accumulation percentage of the water heater with respect to a predefined maximum accumulation; and/or a decalcifying need indicator reflecting a stage contained in a predetermined graduation of needs for decalcifying the water heater.
 3. The method according to claim 1, which further comprises providing a signal to a user based on the limescale deposition state.
 4. The method according to claim 1, wherein the at least one parameter value contains: a maximum temperature occurring in the measurement pattern; a maximum temperature difference occurring, in the measurement pattern, between a measured temperature value and its antecedent measured temperature value; a minimum temperature difference occurring, in the measurement pattern, between a measured temperature value and its antecedent measured temperature value; a maximum value of a derivative of a function interpolating the measurement pattern; a minimum value of the derivative of the function interpolating the measurement pattern; and/or a value of a mathematical function applied to at least one of the maximum temperature, the maximum temperature difference, the minimum temperature difference, the maximum value and/or the minimum value.
 5. The method according to claim 1, wherein the at least one parameter value includes a moving average of the plurality of successive temperature values over time, and/or a moving average of differences of the successive temperature values over time.
 6. The method according to claim 1, wherein the ascertaining of the limescale deposition state is further based on at least one previous parameter value determined with regard to at least one former thermal pulse previously generated by means of the electrical heating element.
 7. The method according to claim 1, wherein the thermal pulse has a duration of: at most 5 seconds; and/or at least 0.5 seconds.
 8. The method according to claim 1, wherein the thermal pulse has a duration of: at most 4 seconds; and/or at least 1 second.
 9. The method according to claim 1, wherein the thermal pulse has a duration of: at most 3 seconds; and/or at least 2 seconds.
 10. The method according to claim 1, wherein during the measurement time interval, at least 10 and/or at most 100 of the successive temperature values are measured per second.
 11. A non-transitory computer readable medium storing computer executable instructions configured to trigger, when executed, a household appliance being or comprising a water heater with an electrical heating element, at least one temperature sensor and a computer to perform a method of controlling the household appliance, the method comprises the steps of: generating at least one thermal pulse by operation of the electrical heating element of the water heater during a pulse time interval; measuring, during a measurement time interval containing the pulse time interval and by said at least one temperature sensor, a plurality of successive temperature values; determining at least one parameter value of a measurement pattern arising from the plurality of successive temperature values and their respective time of measurement; and ascertaining a limescale deposition state of the water heater based on the at least one parameter value.
 12. A household appliance being or comprising a water heater, the household appliance comprising: an electrical heating element; at least one temperature sensor; a computer, wherein the household appliance is configured to perform a method of controlling the household appliance, the method comprises the steps of: generating at least one thermal pulse by operation of said electrical heating element of the water heater during a pulse time interval; measuring, during a measurement time interval containing the pulse time interval and by said at least one temperature sensor, a plurality of successive temperature values; determining at least one parameter value of a measurement pattern arising from the plurality of successive temperature values and their respective time of measurement; and ascertaining a limescale deposition state of the water heater based on the at least one parameter value. 